reinforcement

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

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Python

YuvrajSingh-mist / NeatRL

Sponsor

Star

Repository of implementations of classic and sota rl algorithms from scratch in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning reinforcement-learning-algorithms reinforcement reinforcement-learning-environments

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Python

Alfredvc / paac

Star

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

learning open-source machine-learning reinforcement-learning tensorflow atari reinforcement paac

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Python

👁 cherry

learnables / cherry

Star

A PyTorch Library for Reinforcement Learning Research

learning reinforcement-learning pytorch rl reinforcement

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Python

AI4Finance-Foundation / RLSolver

Star

Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.

learning optimization solver gpu-acceleration reinforcement massively-parallel

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Python

milanboers / rurel

Star

Flexible, reusable reinforcement learning (Q learning) implementation in Rust

rust learning ai q reinforcement

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Rust

jiseongHAN / Super-Mario-RL

Star

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

super-mario mario reinforcement-learning pytorch dqn reinforcement dueling-dqn ppo supermario

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Python

akolishchak / doom-net-pytorch

Star

Reinforcement learning models in ViZDoom environment

agent learning reinforcement-learning pytorch doom behavior-tree mcts vizdoom reinforcement ppo doomnet-track1

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Python

👁 bark-ml

bark-simulator / bark-ml

Star

Gym environments and agents for autonomous driving.

openai-gym autonomous-driving reinforcement agents gym-environments reinforcement-learning-environments

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Python

lucylow / Deep-Learning-Mahjong---

Sponsor

Star

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

nlp markov-model mahjong reinforcement-learning computer-vision reactjs tensorflow game-development markov-chain supervised-learning game-theory deep-q-network reinforcement softmax supervised-machine-learning npc-generator deep-neural-network deep-learning-mahjong battle-mahjong game-play

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JavaScript

bsl546 / energym

Star

Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in a systematic and reproducible way.